发明名称 |
GRAPHICAL MODELS FOR THE ANALYSIS OF GENOME-WIDE ASSOCIATIONS |
摘要 |
Systems and methods are provided for the identification of genotype-phenotype associations in genome-wide association (GWA) studies. In an illustrative implementation, a data correlation environment comprises a population structure engine and at least one instruction set to instruct the population structure engine to process pedigree or population genetic data to generate a population structure sub-model according to a selected graphical model-based data correlation paradigm. Illustratively, the parameter of the resulting generalized linear mixed model can be learned using a variational approximation. |
申请公布号 |
WO2009158215(A3) |
申请公布日期 |
2010.03.18 |
申请号 |
WO2009US47239 |
申请日期 |
2009.06.12 |
申请人 |
MICROSOFT CORPORATION |
发明人 |
HECKERMAN, DAVID, E.;KADIE, CARL, M.;KANG, HYUMIN |
分类号 |
G06F17/30;G06F17/00 |
主分类号 |
G06F17/30 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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